{"id":"W4392108222","doi":"10.15173/m.v1i30.1878","title":"Abstracts","year":2018,"lang":"ar","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001569389,0.0003328785,0.0002606625,0.0001043643,0.0005581459,0.0001480012,0.001108102,0.0001219716,0.009110038],"category_scores_gemma":[0.0006346576,0.0002202123,0.0001326652,0.0005572105,0.001490723,0.0001394165,0.0001777116,0.0004142053,0.7159977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229501,"about_ca_system_score_gemma":0.0008425664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109874,"about_ca_topic_score_gemma":0.00009599095,"domain_scores_codex":[0.9974765,0.0002903377,0.0004129988,0.0004203801,0.0005231997,0.0008766411],"domain_scores_gemma":[0.997309,0.0001908765,0.0002771983,0.001623173,0.0002085983,0.0003911894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001427599,0.0006481768,0.0005344101,0.00003554037,0.0002309841,0.000009547882,0.030697,0.000001290909,0.02307867,0.001670915,0.9388999,0.004050788],"study_design_scores_gemma":[0.0003339323,0.0001742364,0.05089073,0.00009081356,0.000214639,0.00005862407,0.003312521,0.00002305104,0.05064063,0.0009542953,0.8929179,0.0003886069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8698574,0.001281185,3.927782e-7,0.0119013,0.006034304,0.0003777855,0.00007137594,0.0001489246,0.1103273],"genre_scores_gemma":[0.9626662,0.00001838043,0.0001701362,0.001107132,0.01065591,0.00002147817,0.000005536132,0.0001906814,0.02516456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7068877,"threshold_uncertainty_score":0.9917958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864952286970415,"score_gpt":0.3106005229275854,"score_spread":0.2819510000578813,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}